{"id":"W6920509318","doi":"10.60692/6e7wa-sbv09","title":"Geographical accessibility to functional emergency obstetric care facilities in urban Nigeria using closer-to-reality travel time estimates: a population-based spatial analysis","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Population; Travel time; Public transport; Geocoding; Public health; Emergency department","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007123346,0.000483283,0.0003095182,0.002420536,0.0003783711,0.001045358,0.000442389,0.0003036333,0.001302628],"category_scores_gemma":[0.00290075,0.0003573642,0.0009368003,0.002279616,0.0003708754,0.0007370791,0.00138054,0.000365464,0.0001968107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007435625,"about_ca_system_score_gemma":0.0007638096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04238625,"about_ca_topic_score_gemma":0.04704055,"domain_scores_codex":[0.9994606,0.0002073232,0.0000703392,0.000133836,0.00007316924,0.00005471491],"domain_scores_gemma":[0.9991448,0.0003217662,0.0002665005,0.00007367454,0.0001537982,0.00003951036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006293564,0.00005065406,0.9724296,0.0001676638,0.0001549467,0.000255849,0.001231802,0.007640326,0.0003336976,0.0005368839,0.0004311248,0.01670449],"study_design_scores_gemma":[0.00001378105,0.0001387592,0.9514145,0.0002684485,0.0002165478,0.0006555356,0.008954164,0.03442327,0.000420979,0.0008550138,0.002584219,0.00005480039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911155,0.0002326911,0.004337398,0.00008133991,0.000008633418,0.00006894339,0.002848781,0.00001904722,0.001287663],"genre_scores_gemma":[0.9916243,0.0002884339,0.00583089,0.000009847685,0.000006509369,0.000131421,0.001875499,0.000005061946,0.0002280475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04238625,"threshold_uncertainty_score":0.08427912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503308057360549,"score_gpt":0.2799173188476096,"score_spread":0.2448842382740041,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}